| Literature DB >> 35720451 |
Margaret Greenfield1, Diana Stuber1, Danielle Stegman-Barber1, Karen Kemmis1, Belinda Matthews2, Carly B Feuerstein-Simon1, Prasenjit Saha1, Beth Wells1, Teresa McArthur2, Christopher P Morley3, Ruth S Weinstock1.
Abstract
Background: Diabetes education and support are critical components of diabetes care. During the COVID-19 pandemic, when telemedicine took the place of in-person visits, remote Certified Diabetes Care and Education Specialist (CDCES) services were offered to address diabetes education and support. Specific needs for older adults, including the time required to provide education and support remotely, have not been previously reported.Entities:
Keywords: diabetes; diabetes support; older adults; tele-education
Year: 2022 PMID: 35720451 PMCID: PMC9153986 DOI: 10.1089/tmr.2022.0007
Source DB: PubMed Journal: Telemed Rep ISSN: 2692-4366
Participant Characteristics
| Total participants, | |
|---|---|
| Total participants | 982 (100) |
| Type of diabetes | |
| T1D | 846 (86.2) |
| T2D | 136 (13.8) |
| Type 2 insulin treated | 117 (86.0) |
| Type 2 non-insulin treated | 19 (14.0) |
| Sex | |
| Female | 499 (50.8) |
| Insurance | |
| Commercial | 480 (48.9) |
| Medicare | 286 (29.1) |
| Medicaid | 187 (19.0) |
| Other Gov't | 21 (2.1) |
| Uninsured | 8 (0.8) |
| Ages (years) | |
| 18–35 | 285 (29.0) |
| 36–54 | 294 (29.9) |
| 55+ | 403 (41.0) |
| Mean age (years), (SD) | 48.4 (17.3) |
| Mean HbA1c % (SD) | 8.4 (1.9) |
| [ | 4.2–14.0 |
| Pump use | 458 (46.6) |
| CGM use | 633 (64.5) |
| No access to computer, tablet, smartphone | 181 (18.4) |
Fourteen percent includes >14%.
CGM, continuous glucose monitor; HbA1c, glycosylated hemoglobin; SD, standard deviation; T1D, type 1 diabetes; T2D, type 2 diabetes.
Remote Diabetes Care and Education Visits by Participant Characteristics
| Total number of tele-visits | Average length of tele-visits (in minutes) | Total time of tele-visits for each participant (in minutes) | ||||
|---|---|---|---|---|---|---|
| Totals | ||||||
| | 2203 (1–16) | (1.02–158.3) | (1.02–644.4) | |||
| Mean (SD) | 2.2 (1.8) | 17.6 min (13.8) | 40.6 min (51.2) | |||
| Variable ( | Mean | Unadjusted, | Mean | Unadjusted, | Mean | Unadjusted, |
| Sex[ | ||||||
| Female (499) | 2.3 | NS | 18.1 | NS | 44.3 | 0.02 |
| Male (483) | 2.1 | 17.1 | 36.8 | |||
| Type of diabetes[ | ||||||
| T1D (846) | 2.1 | <0.001 | 17.4 | NS | 36.6 | <0.001 |
| T2D (136) | 3.4 | 19.2 | 65.3 | |||
| Insurance[ | ||||||
| Commercial (501) | 2.0 |
| 16.4 |
| 32.4 |
|
| Medicare (286) | 2.8 | <0.001 | 21.1 | <0.001 | 58.4 | <0.001 |
| Medicaid (195) | 2.2 | 15.7 | 35.6 | |||
| Age (years)[ | ||||||
| 18–35 (285) | 1.8 | § | 14.8 |
| 26.2 |
|
| 36–54 (294) | 2.2 | <0.001 | 16.5 | <0.001 | 37.4 | <0.001 |
| 55+ (403) | 2.6 | 20.4 | 53.1 | |||
Commercial versus Medicaid, p = 0.33.
Commercial versus Medicaid, p = 0.83.
Commercial versus Medicaid, p = 0.73.
§Eighteen to 35 years old versus 36–54 years old, p = 0.02; 36–54 years old versus 55+ years old p = 0.04.
Eighteen to 35 years old versus 36–54 years old, p = 0.32.
Eighteen to 35 years old versus 36–54 years old, p = 0.02.
t-Test.
Analysis of variance.
NS, not significant.
FIG. 1.Frequency of diabetes care and education tele-visits.
Mean Duration of Diabetes Care and Education Remote Visits
| Average tele-visit time (in minutes) | Total number of tele-visits | Total number of participants, |
|---|---|---|
| <1.0 |
| 272 (21.7) |
| 1.02–9.9 | 631 | 315 (32.1) |
| 10.0–19.9 | 784 | 343 (34.9) |
| 20.0–29.9 | 451 | 184 (18.7) |
| 30.0–39.9 | 194 | 78 (7.9) |
| 40.0–49.9 | 95 | 35 (3.6) |
| 50.0–59.9 | 32 | 13 (1.3) |
| 60.0–69.9 | 7 | 6 (0.6) |
| 70.0+ | 9 | 8 (0.8) |
| Total | 2203 | 1254 |
Could not be reached/did not receive education or support.
Frequency of Education Topics Discussed
| Topics | No. of participants, | Frequency of topic discussed |
|---|---|---|
| CGM education | 721 (73.4) | 1413 |
| Provider telemedicine visit preparation | 576 (58.7) | 707 |
| Device download instruction provided | 557 (56.7) |
|
| Pump education | 488 (49.7) | 841 |
| Hypoglycemia | 357 (36.4) | 464 |
| Lifestyle support | 321 (32.7) | 500 |
| Management of glycemia | 214 (21.8) | 309 |
| Medication management | 196 (20.0) | 346 |
| Financial concerns: devices | 143 (14.6) | 160 |
| Meter support | 141 (14.4) | 188 |
| Psychosocial support | 109 (11.1) | 142 |
| Sick day management | 87 (9.9) | 92 |
| Insulin injection techniques | 56 (5.7) | 67 |
| Appointment problems (re-schedule; cancellation) | 45 (4.6) | 45 |
| Financial concerns: medications | 48 (4.9) | 53 |
| Financial concerns: keeping appointments | 11 (1.1) | 11 |
Only counted once for each participant receiving instruction; some may have received instructions multiple times.
Description of Topics
| Categorized as… | Tele-visit discussion included… |
|---|---|
| CGM education | Patient interest, benefits, features, training of new users, uploading, data review, troubleshooting |
| Provider telemedicine visit preparation | Use of video telemedicine platforms, appointment confirmation (date, time, telemedicine, or in-person), prescription requests, BG log collection, setup of EHR patient portal |
| Pump education | Patient interest, benefits, features, warranty, settings and upgrade options, uploading, data review, features, troubleshooting including but not limited to troubleshooting including but not limited to issues related to automated insulin delivery systems |
| Hypoglycemia | Awareness, prevention and treatment of low glucose, fear of hypoglycemia |
| Lifestyle support | Healthy eating, carbohydrate counting, gastroparesis, meal timing, physical activity |
| Management of glycemia | Natural progression of diabetes (including insulin resistance), T1D management, general education, glucose monitoring recommendations and strategies, glucose targets, factors affecting glucose/glucose variability |
| Medication management | How medications work, medication adjustments, side effects, insulin storage, insulin titration |
| Financial concerns: devices | Issues with insurance coverage of diabetes devices and supplies |
| Meter support | Troubleshooting meter (time and date corrections) |
| Psychosocial support | Distress related to COVID-19, diabetes distress, diabetes burnout, general distress, food insecurity |
| Sick day management | Glucose monitoring, ketone monitoring |
| Insulin injection techniques | Smart pens, how to inject insulin, injection sites, insulin pen use |
| Appointment problems (re-schedule; cancellation) | Needs to reschedule, wants to wait until in-person visit is possible, canceling appointment |
| Financial concerns: medications | Unable to afford medications |
| Financial concerns: keeping appointments | Unable to pay co-pay for appointment, felt telemedicine wasn't covered |
BG, blood glucose; EHR, electronic health record.
Topics Discussed with Remote Certified Diabetes Care and Education Specialists: Association with Older Age
| Education topic | Correlation coefficients | |||
|---|---|---|---|---|
| Bivariate | Adjusted[ | |||
|
|
|
|
| |
| CGM education[ | 0.149 | <0.001 | 0.105 | 0.001 |
| How to take medications/medication management[ | 0.148 | <0.002 | 0.078 | 0.015 |
| Lack of computer/tablet/smart phone/internet access-connectivity[ | 0.13 | <0.003 | 0.120 | <0.001 |
| Lifestyle support | 0.115 | <0.004 | 0.051 | NS |
| Management of glycemia (hyperglycemia)[ | 0.079 | 0.01 | 0.063 | 0.048 |
| Psychosocial support | 0.066 | 0.04 | 0.027 | NS |
| Hypoglycemia[ | 0.055 | 0.08 | 0.064 | 0.044 |
| Financial concerns: devices | 0.048 | 0.13 | 0.036 | NS |
| Appointment preparation[ | 0.023 | NS | 0.061 | 0.058 |
| Financial concerns: medications | 0.015 | NS | 0.007 | NS |
| Financial concerns: keeping providers' appointments | −0.003 | NS | 0.003 | NS |
| Meter support | −0.004 | NS | −0.015 | NS |
| Sick day management | −0.012 | NS | 0.017 | NS |
| Insulin injection techniques | −0.022 | NS | −0.040 | NS |
| Appointment problems (re-schedule; cancellation) | −0.037 | NS | −0.029 | NS |
| Pump education | −0.079 | 0.01 | −0.003 | NS |
Partial/controlled correlation coefficients only displayed if significant at p < 0.06.
Adjusted for sex and diabetes type.
Correlation of Patient Satisfaction Survey Items with Age
| Item | Total % agreed | Total mean score | r ( |
|---|---|---|---|
| I would participate in remote education again | 84.3 | 4.07 | −0.263 (<0.001) |
| The remote visit satisfied my diabetes education needs | 81.3 | 3.94 | −0.260 (<0.001) |
| Would recommend remote diabetes education to a friend or family member | 76.8 | 3.93 | −0.257 (<0.001) |
| Remote education visit saved me time | 89.4 | 4.18 | −0.244 (0.001) |
| I felt comfortable using telehealth | 82.3 | 3.89 | −0.234 (0.001) |
| Used language I could understand | 97.0 | 4.44 | −0.225 (0.001) |
| Lack of physical contact was not a problem | 84.3 | 4.05 | −0.218 (0.002) |
| In general, satisfied with the remote education visit | 93.4 | 4.28 | −0.175 (0.014) |
| Remote education visit was convenient | 91.4 | 4.26 | −0.167 (0.019) |
| As satisfying as in-person visits | 61.6 | 3.52 | −0.152 (0.033) |
| Could see clearly | 28.8 | 1.45 | −0.138 (0.052) |
| Could hear clearly | 92.9 | 4.37 | −0.136 (0.057) |
| My concerns were addressed | 86.9 | 4.12 | −0.134 (NS) |
| Helped me better prepare for the provider visit | 73.7 | 3.67 | −0.102 (NS) |
| I was satisfied with my in-person education before this visit | 77.3 | 3.58 | −0.088 (NS) |
| In the past, cost was a barrier to receiving education | 19.7 | 2.20 | −0.009 (NS) |
| Helped me better manage my diabetes | 63.1 | 3.60 | −0.002 (NS) |